


What you get
- Two to four candidate AI models to choose from, then one locked for the whole collection
- A full-length on-model shot per garment, relit to one studio look
- Optional extra poses, side and back views, and a five-second walk clip
- A garment color check per view and a contact sheet next to the original photos
- A scrollable lookbook page of the collection
Good for
- New drops and seasonal collections without a photo shoot
- Product pages and wholesale line sheets that need model shots
- Accessories such as bags, hats and scarves worn in context
Not for
- Dressing a real person or using anyone's photo as the model
- Changing a garment's design, color or logo
- Children's wear on child models or exact fit and size claims
How to use it
In Claude or ChatGPT
Use the PopNow skill "Apparel On-Model Lookbook" (apparel-on-model-lookbook) for this: Put the 8 pieces in capsule/ on one model, front plus a walking pose. Same model every time, quote first.
In a coding agent
/popnow-apparel-on-model-lookbook Put the 8 pieces in capsule/ on one model, front plus a walking pose. Same model every time, quote first.
Then try
Add a side view for the coat and the two trousers.
Make a five-second walk clip for the linen shirt.
What to have ready
- One flat-lay or hanger photo per garment, plus a back photo if the back has details
- A short description of each piece
- The look you want for a fictional model
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Questions
Who is the model?
A fictional adult generated for your collection. You choose from a few candidates, and that one model is reused for every garment. The skill never uses a real person's face or body, and its lock step refuses any picture that did not come from casting.
Will the clothes still match what I sell?
Each garment starts from a clean cut-out of your photo, the prompt lists every detail that must stay, and every view is checked for missing garment colors and compared with the original photo. Views that changed the design are not delivered.
What about the back of a garment?
Back views are only kept when you supply a photo of the back or the back is plain. Otherwise the back would be a guess, and the check flags it.
What does a collection cost?
Casting is a few images once per collection. Each garment is about three image edits, plus one per extra pose or angle, and a walk clip is about five seconds of video. Every step is quoted for the whole batch first and one garment is done as a pilot.
Can a small brand get a consistent clothing model without a shoot?
Yes. The agent creates one AI model with fixed features and reuses it for every piece, so the lookbook looks like one shoot. It is an AI clothing model generator run, not a real person, and every garment is checked against your flat-lay so the model for clothes never changes the product.

